Estimating Heterogeneous Treatment Effect on Multivariate Responses Using Random Forests

Keyphrases

• Biomedical Studies 50%
• Clinical Biomarkers 50%
• Correlated Endpoints 50%
• Food Consumption 50%
• Food Effect 50%
• Freely Available 50%
• Gastrointestinal Microbiome 50%
• Heterogeneous Treatment Effects 100%
• Individualized Treatment Effects 100%
• Learning Communities 50%
• Machine Learning 50%
• Microbial Composition 50%
• Model Use 50%
• Multivariate Outcomes 50%
• Multivariate Response 100%
• Nutrition Study 50%
• Popular 50%
• Popular Topics 50%
• Population Space 50%
• Random Forest 100%
• Random Forest Regression 50%
• Simulation Study 50%
• Splitting Rule 50%
• Statistical Learning 50%
• Treatment Effect 50%

Mathematics

• Covariate 20%
• Simulation Study 20%
• Statistics 20%
• Treatment Effect 100%